人工智能与大数据系研究方向及科研成果

一、奖励

1. 中国粮油学会科学技术二等奖“粮食供应需求预测建模技术及储备决策系统研究(ly-cg-2019-201)”,樊超

2. 河南省科技进步奖三等奖“永磁同步电机非线性自适应解耦控制系统研究(2013-J-169-D01/01)”,刘刚

二、项目

(一)国家级

1. 国家自然科学基金“判别型鲁棒宽度学习系统建模及优化研究(62106068)”,金军委

2. 国家自然科学基金“基于非凸正则化的多视角无监督特征选择方法研究(62106067)”,苗建雨

3. 国家自然科学基金“基于信息粒的分布式树形分层分类算法研究(62006071)”,母亚双  

4. 国家自然科学基金“基于多尺度形态结构化稀疏表征的序列图像压缩感知重建方法研究(62006072)”,费选

5. 国家自然科学基金“基于结构稀疏的多角度层析SAR三维重建模型与处理方法(U1904120)”,任笑真

6. 国家自然科学基金“基于THz图像和光谱信息融合的小麦芽变早期检测方法研究(61705061)”,蒋玉英

7. 国家自然科学基金“基于多尺度几何分析的三维表面稀疏表示和快速重构方法研究(61300123)”,于俊伟

8. 国家自然科学基金“合成孔径雷达四维稀疏成像模型及处理方法研究(61201390)”,任笑真

9. 国家自然科学基金“永磁同步电机非线性自适应逆解耦控制系统研究(61174056)”,刘刚

10.国家自然科学基金“超高速数据采集技术的研究(11005136)”,刘伍丰

11.国家科技部项目“用于粮食储运的电子加速器的智能电子枪的开发(2013GA750006)”,刘伍丰

(二)省部级

1. 国家粮食与物资储备局项目“粮食安全信息化保障体系与技术研究(201413001)”,杨铁军

2. 河南省科技攻关项目“面向粮食害虫感知的小目标视觉显著性检测(212102210152)”,于俊伟

3. 河南省科技攻关项目“基于信息粒的分布式机器学习算法研究(212102210149)”,母亚双  

4. 河南省科技攻关项目“稀疏理论及其在若干机器学习问题中的应用研究(202102210338)”,苗建雨

5. 河南省科技攻关项目“基于深度学习的脑肿瘤MRI图像分割技术研究(202102210170)”,杨铁军

6. 河南省科技攻关项目“基于四维微波成像的建筑物沉降监测技术研究(182102310759)”,任笑真

7. 河南省科技攻关项目“太极拳动作捕捉及运动轨迹比对系统研究及构建(182102210401)”,史卫亚

8. 河南省科技攻关项目“融合局部视觉信息的仓储害虫深度特征提取与识别研究(182102210092)”,费选

9. 河南省科技攻关项目“基于多源数据的中国粮食消费量预测关键技术研究(182102110205)”,闫秋玲

10.河南省科技攻关项目“基于Boosting集成方法的小麦芽变早期检测关键技术研究(182102110204)”,蒋玉英

11.河南省科技攻关项目“小麦籽粒隐蔽性害虫的激光超声早期检测方法研究(162300410062)”,樊超

12.河南省科技攻关项目“面向大规模测序的读段纠错与压缩回帖快速算法(162300410056)”,张玉宏

13.河南省科技攻关项目“制粉加工精益化控制器研究(172102210028)”,刘伍丰

14.河南省科技攻关项目“河南省粮食产量预测模型研究及数字化平台开发(162102210198)”,樊超

15.河南省科技攻关项目“大数据环境下的高性能长读段数据挖掘系统(152102210261)”,张玉宏

16.河南省科技攻关项目“粮情跟踪识别信息采集系统基础平台研究与构建(52102110075)”,刘刚

17.河南省科技攻关项目“基于图像处理技术的小麦收购质量快速检测设备研究与开发(142102110122)”,刘刚

18.河南省科技攻关项目“多功能粮情测控系统研究与示范(122201110023)”,祝玉华

19.河南省哲学社会科学规划项目“粮食安全舆情监测与引导研究(2013E018)”,祝玉华

三、发明专利

1. “一种基于自适应模糊聚类的图像分割方法及装置(2018109894313)”杨铁军

2. “一种MRI图像的自动分割方法及装置(2018106446813)”杨铁军

3. “利用太赫兹成像无损检测小麦中脂肪酸含量的方法(CN201810047145.5)”蒋玉英

4. “多分辨率粮虫种类视觉识别方法(CN201810022600.6)”王贵财

5. “基于太赫兹光谱和图像信息融合的麦芽糖混合物定量分析方法(CN201711377485.6)”蒋玉英

6. “一种水果的流变参数检测方法及系统(CN2017112157996)”樊超

7. “一种基于压缩感知的信道估计导频优化方法与装置(CN201711004059.8)”杨铁军

8. “一种粮食虫蚀粒早期检测方法及装置(CN201710209464.7)”樊超

9. “多策略粮虫视觉检测方法(201710053006.9)”王贵财

10.“一种太赫兹时域光谱稀疏成像方法(201610829573.4)”任笑真

11.“一种基于PSO-LSSVM算法的粮食产量预测方法(2016106843062)”杨铁军

12. “一种基于联合稀疏模型的层析SAR成像方法(201511000532.6)”任笑真

13.“一种粮食消费量预测方法(201510715733.8)”樊超

14.“复杂路况下的车道线特征点提取分发与装置(2012102079983)”樊超

15.“一种粮食籽粒不完善度检测方法(201410787034.X)”樊超

16.“粮食籽粒称重传感器和粮食籽粒千粒重检测装置及方法(201310187390.3)”樊超

17.“复杂路况的车道线特征提取、识别方法(201110441691.5)”樊超

18.“基于激光超声溶蚀机制的粮食品质检测系统及方法(201110008029.0)”樊超

四、代表性论文

1. 杨铁军, RA-SIFA: Unsupervised domain adaptation multi-modality cardiac segmentation network combining parallel attention module and residual attention unit, Journal of X-Ray Science and Technology, SCI

2. 金军委, Discriminative group-sparsity constrained broad learning system for visual recognition, Information Sciences, SCI

3. 任笑真, Hybrid sparsity model for fast terahertz imaging, Micromachines, SCI

4. 苗建雨, Towards compact broad learning system by combining convex group and non-convex individual sparsity, International Journal Of Information Technology And Decision Making, SCI

5. 李雪峰, Privacy measurement method using a graph structure on online social networks, Etri Journal, SCI

6. 苗建雨, Graph regularized locally linear embedding for unsupervisedfeature selection, Pattern Recognition, SCI

7. 吴瑞琪, A developmental evolutionary learning framework for robotic chinese stroke writing, IEEE Transactions On Cognitive And Developmental Systems, SCI

8. 母亚双, Experimental study and comparison of imbalance ensemble classifiers with dynamic selection strategy, Entropy, SCI

9. 苗建雨, Unsupervised Feature Selection by Non-convex Regularized Self-representation Expert Systems With Applications, SCI

10.任笑真, Spatial domain terahertz image reconstruction based on dual sparsity constraints, Sensors, SCI

11.杨铁军, Sparse angle CT reconstruction with weighted dictionary learning algorithm based on adaptive group-sparsity regularization Journal Of X-Ray Science And Technology, SCI

12.娄翠娟, Ultrasound planar array imaging metric analysis, IEEE Transactions On Ultrasonics Ferroelectrics And Frequency Control, SCI

13.蒋玉英, Quantitative analysis of wheat maltose by combined terahertz spectroscopy and imaging based on Boosting ensemble learning, Food Chemistry, SCI

14.杨铁军, Non-rigid medical image registration using multi-scale residual deep fully convolutional networks, Journal Of Instrumentation, SCI

15.杨铁军, Comparative assessments between conventional and promising technologies for wheat aging or mold detection, Cereal Research Communications, SCI

16.任笑真, Bayesian compressive sensing for synthetic aperture radar tomography imaging, Ukr. J. Phys. Opt. , SCI

17.杨铁军, Integrating ultra weak luminescence properties and multi-scale permutation entropy algorithm to analyze freshness degree of wheat kernel, Optik, SCI

18.母亚双, Dynamic programming based fuzzy partition in fuzzy decision tree induction, Journal Of Intelligent &Amp; Fuzzy Systems, SCI

19.蒋玉英, Determination of postassium sorbate and sorbic acid in agricultural products using THz time-domain spectroscopy, Chinese Physics B, SCI

20.杨铁军, SUD-GAN: deep convolution generative adversarial network combined with short connection and dense block for retinal vessel segmentation, Journal Of Digital Imaging, SCI

21.史卫亚, The research and development of cancer pathology based on the mutual regulatory mechanism of LncRNA, CircRNA and miRNA, Basic & Clinical Pharmacology & Toxicology, SCI

22.母亚双, A parallel fuzzy rule-base based decision tree in the framework of map-reduce, Pattern Recognition, SCI

23.母亚双, iPseU-Layer: identifying RNA pseudouridine sites using layered ensemble model, Interdisciplinary Sciences--Computational Life Sciences, SCI

24.徐振强, TPSense-a framework for event-report trustworthiness evaluation in privacy-preserving vehicular crowdsensing systems, Journal Of Signal Processing Systems, SCI

25.杨铁军, DCU-Net: Multi-scale U-Net for brain tumor segmentation Journal Of X-Ray, Science And Technology, SCI

26.杨铁军, Improving brain tumor segmentation on MRI based on the deep U-net and residual units, Journal Of X-Ray Science And Technology, SCI

27.费选, View's dependency and low-rank background guided compressive sensing for multi-view image joint reconstruction, Iet Image Processing, SCI

28.樊超, Forecasting the chinese grain yield using hybrid ARIMA and error-corrected grey model base on the wavelet transform, The Journal Of Grey System, SCI

29.苗建雨, Joint Sparse Regularization for Dictionary Learning, Cognitive Computation, SCI

30.蒋玉英, Quantitative analysis of wheat maltose by combined terahertz spectroscopy and imaging based on Boosting ensemble learning, Food Chemistry, SCI

31.樊超, Numerical simulation of infected grain detection based on laser ultrasonic technique, Ukrainian Journal Of Physical Optics, SCI

32.杨铁军, Nonrigid registration of medical image based on adaptive local structure tensor and normalized mutual information, Journal Of Applied Clinical Medical Physics, SCI

33.蒋玉英, Detection of foreign bodies in grain with terahertz reection imaging, Optik, SCI

34.母亚双, A parallel tree node splitting criterion for fuzzy decision trees, Concurrency And Computation-Practice & Experience, SCI

35.杨铁军, A deep learning model integrating SK-TPCNN and random forests for brain tumor segmentation in MRI, Biocybernetics And Biomedical Engineering, SCI

36.任笑真, Tomography synthetic aperture radar imaging based on extended block orthogonal matching pursuit algorithm, Journal Of Applied Remote Sensing, SCI

37.史卫亚, iterative kernel principal component for large-scale data set, Journal Of Testing And Evaluation, SCI

38.樊超, Measurements of image shifts using an edge-extracted joint transform correlator, Ukr. J. Phys. Opt. , SCI

39.史卫亚, Principal component analysis based on marginal density ratios, Journal Of Testing And Evaluation, SCI

40.费选, Adaptive PCA transforms with geometric morphological grouping for image noise removal, Multimedia Tools And Applications, SCI

41.樊超, Influence of noise on the accuracy of measuring image shifts based on optical correlator, Ukr. J. Phys. Opt. , SCI

42.高山, Leveraging multiactions to improve medical personalized ranking for collaborative filtering, Journal Of Healthcare Engineering, SCI

43.樊超, Detection of wheat hardness based on a laser-generated ultrasonic signal, Ukrainian Journal Of Physical Optics, SCI

44.樊超, Measurement of sub-pixel image shifts based on a hybrid photoelectric joint transform correlator, Journal Of Optical Technology, SCI

45.樊超, Design of compact joint transform correlator, Ukrainian Journal Of Physical Optics, SCI

46.樊超, Research on the influence of the velocity–height ratio of the remote sensing camera on the image quality, Journal Of Optical Technology, SCI

47.杨铁军, A forcasting model for feed grain demand based on combined dynamic model computational, Intelligence And Neuroscience, SCI

48.任笑真, A novel strategy for inverse synthetic aperture radar imaging based on improved compressive sensing, IEEj Transactions On Electrical And Electronic Engineering, SCI

49.史卫亚, Efficient detection of internal infestation in wheat based on biophotonics, Journal Of Photochemistry & Photobiology, B: Biology, SCI

50.马丁, Cost-efficient allocation of additional resources for the service placement problem in next-generation Internet, Mathematical Problems In Engineering, SCI

51.樊超, Early discriminant method of infected kernel based on the erosion effects of laser ultrasonics, Laser Phys , SCI

52.樊超, Lane detection based on gradient-enhancing conversion, Journal Of Computational Information Systems, SCI

53.樊超, Research on grain yield forecasting system based on grey model Cess, SCI

54.任笑真, A novel 3D imaging method for airborne downward-looking sparse array SAR based on special squint Model , International Journal Of Antennas And Propagation, SCI

55.任笑真, An algorithm for inverse synthetic aperture imaging lidar based on sparse signal representation, Laser Physics, SCI

56.任笑真, Four-dimensional SAR imaging algorithm using bayesian compressive sensing, Journal Of Electromagnetic Waves And Applications, SCI

57.樊超, Measurement method of the grain quantity based on the ground pressure, Telkomnika Indonesian Journal Of Electrical Engineering, SCI

58.任笑真, 3D imaging algorithm for down-looking MIMO array SAR based on bayesian compressive sensing, International Journal Of Antennas And Propagation, SCI

59.樊超, Research on a measurement method for wheat hardness based on the erosion effects of laser ultrasonics, Laser Physics, SCI

60.任笑真, A three-dimensional imaging algorithm for tomography SAR based on improved interpolated array transform, Progress In Electromagnetics Research, SCI

61.任笑真, A new three-dimensional imaging algorithm for airborne forward-looking SAR, IEEE Geoscience And Remote Sensing Letters, SCI

62.马丁,可重构信息通信基础网络端到端模型的研究与探索,计算机科学

63.马丁,基于离散粒子群优化的多目标服务路径构建算法,通信学报

64.高山,一种融合多种用户行为的协同过滤推荐算法,计算机科学

65.王贵财,粮虫视觉检测技术的现状与展望,中国粮油学报

66.樊超,联合变换相关法测量空间相机像移的抗噪性研究,宇航学报

67.樊超,光学相关法测量空间相机像移的性能研究,光学学报

68.樊超,离焦对光学相关法测量空间相机像移精度的影响,光学学报

69.樊超,联合变换相关法测量空间相机像移的抗噪性研究,宇航学报

70.樊超,离焦对光学相关法测量空间相机像移精度的影响,光学学报

71.侯惠芳,基于公钥的可证明安全的异构无线网络认证方案,电子与信息学报